| Number of Variables | 26 |
|---|---|
| Number of Rows | 201 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 196.8 KB |
| Average Row Size in Memory | 1002.5 B |
| Variable Types |
|
| width is skewed | Skewed |
|---|---|
| engine-size is skewed | Skewed |
| compression-ratio is skewed | Skewed |
| city-mpg is skewed | Skewed |
| normalized-losses has a high cardinality: 52 distinct values | High Cardinality |
| horsepower has a high cardinality: 59 distinct values | High Cardinality |
| drive-wheels has constant length 3 | Constant Length |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13291 |
| Mean | 1.1244 |
|---|---|
| Standard Deviation | 0.3308 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 2 |
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 25 |
| Decimal Number | 201 |
categorical
| Approximate Distinct Count | 52 |
|---|---|
| Approximate Unique (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13544 |
| Mean | 2.3831 |
|---|---|
| Standard Deviation | 0.7794 |
| Median | 3 |
| Minimum | 1 |
| Maximum | 3 |
| 1st row | ? |
|---|---|
| 2nd row | ? |
| 3rd row | ? |
| 4th row | 164 |
| 5th row | 164 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 442 |
categorical
| Approximate Distinct Count | 22 |
|---|---|
| Approximate Unique (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 14372 |
| Mean | 6.5025 |
|---|---|
| Standard Deviation | 2.2916 |
| Median | 6 |
| Minimum | 3 |
| Maximum | 13 |
| 1st row | alfa-romero |
|---|---|
| 2nd row | alfa-romero |
| 3rd row | alfa-romero |
| 4th row | audi |
| 5th row | audi |
| Count | 1296 |
|---|---|
| Lowercase Letter | 1296 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 11 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13728 |
| Mean | 3.2985 |
|---|---|
| Standard Deviation | 0.9002 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 6 |
| 1st row | gas |
|---|---|
| 2nd row | gas |
| 3rd row | gas |
| 4th row | gas |
| 5th row | gas |
| Count | 663 |
|---|---|
| Lowercase Letter | 663 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13740 |
| Mean | 3.3582 |
|---|---|
| Standard Deviation | 0.7688 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 5 |
| 1st row | std |
|---|---|
| 2nd row | std |
| 3rd row | std |
| 4th row | std |
| 5th row | std |
| Count | 675 |
|---|---|
| Lowercase Letter | 675 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13777 |
| Mean | 3.5423 |
|---|---|
| Standard Deviation | 0.5563 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 4 |
| 1st row | two |
|---|---|
| 2nd row | two |
| 3rd row | two |
| 4th row | four |
| 5th row | four |
| Count | 710 |
|---|---|
| Lowercase Letter | 710 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 14394 |
| Mean | 6.6119 |
|---|---|
| Standard Deviation | 2.0171 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 11 |
| 1st row | convertible |
|---|---|
| 2nd row | convertible |
| 3rd row | hatchback |
| 4th row | sedan |
| 5th row | sedan |
| Count | 1329 |
|---|---|
| Lowercase Letter | 1329 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13668 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | rwd |
|---|---|
| 2nd row | rwd |
| 3rd row | rwd |
| 4th row | fwd |
| 5th row | 4wd |
| Count | 595 |
|---|---|
| Lowercase Letter | 595 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 8 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 14067 |
| Mean | 4.9851 |
|---|---|
| Standard Deviation | 0.1216 |
| Median | 5 |
| Minimum | 4 |
| Maximum | 5 |
| 1st row | front |
|---|---|
| 2nd row | front |
| 3rd row | front |
| 4th row | front |
| 5th row | front |
| Count | 1002 |
|---|---|
| Lowercase Letter | 1002 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 52 |
|---|---|
| Approximate Unique (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 3216 |
| Mean | 98.797 |
| Minimum | 86.6 |
| Maximum | 120.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 86.6 |
|---|---|
| 5-th Percentile | 93 |
| Q1 | 94.5 |
| Median | 97 |
| Q3 | 102.4 |
| 95-th Percentile | 110 |
| Maximum | 120.9 |
| Range | 34.3 |
| IQR | 7.9 |
| Mean | 98.797 |
|---|---|
| Standard Deviation | 6.0664 |
| Variance | 36.8008 |
| Sum | 19858.2 |
| Skewness | 1.0235 |
| Kurtosis | 0.8953 |
| Coefficient of Variation | 0.0614 |
numerical
| Approximate Distinct Count | 73 |
|---|---|
| Approximate Unique (%) | 36.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 3216 |
| Mean | 174.201 |
| Minimum | 141.1 |
| Maximum | 208.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 141.1 |
|---|---|
| 5-th Percentile | 157.3 |
| Q1 | 166.8 |
| Median | 173.2 |
| Q3 | 183.5 |
| 95-th Percentile | 197 |
| Maximum | 208.1 |
| Range | 67 |
| IQR | 16.7 |
| Mean | 174.201 |
|---|---|
| Standard Deviation | 12.3222 |
| Variance | 151.836 |
| Sum | 35014.4 |
| Skewness | 0.1533 |
| Kurtosis | -0.09328 |
| Coefficient of Variation | 0.07074 |
numerical
| Approximate Distinct Count | 43 |
|---|---|
| Approximate Unique (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 3216 |
| Mean | 65.8891 |
| Minimum | 60.3 |
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 60.3 |
|---|---|
| 5-th Percentile | 63.6 |
| Q1 | 64.1 |
| Median | 65.5 |
| Q3 | 66.6 |
| 95-th Percentile | 70.3 |
| Maximum | 72 |
| Range | 11.7 |
| IQR | 2.5 |
| Mean | 65.8891 |
|---|---|
| Standard Deviation | 2.1015 |
| Variance | 4.4162 |
| Sum | 13243.7 |
| Skewness | 0.8685 |
| Kurtosis | 0.6322 |
| Coefficient of Variation | 0.03189 |
numerical
| Approximate Distinct Count | 49 |
|---|---|
| Approximate Unique (%) | 24.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 3216 |
| Mean | 53.7667 |
| Minimum | 47.8 |
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 47.8 |
|---|---|
| 5-th Percentile | 49.7 |
| Q1 | 52 |
| Median | 54.1 |
| Q3 | 55.5 |
| 95-th Percentile | 57.5 |
| Maximum | 59.8 |
| Range | 12 |
| IQR | 3.5 |
| Mean | 53.7667 |
|---|---|
| Standard Deviation | 2.4478 |
| Variance | 5.9918 |
| Sum | 10807.1 |
| Skewness | 0.02896 |
| Kurtosis | -0.4519 |
| Coefficient of Variation | 0.04553 |
numerical
| Approximate Distinct Count | 169 |
|---|---|
| Approximate Unique (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 3216 |
| Mean | 2555.6667 |
| Minimum | 1488 |
| Maximum | 4066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1488 |
|---|---|
| 5-th Percentile | 1905 |
| Q1 | 2169 |
| Median | 2414 |
| Q3 | 2926 |
| 95-th Percentile | 3505 |
| Maximum | 4066 |
| Range | 2578 |
| IQR | 757 |
| Mean | 2555.6667 |
|---|---|
| Standard Deviation | 517.2967 |
| Variance | 267595.9033 |
| Sum | 513689 |
| Skewness | 0.7005 |
| Kurtosis | 0.00435 |
| Coefficient of Variation | 0.2024 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13692 |
| Mean | 3.1194 |
|---|---|
| Standard Deviation | 0.7111 |
| Median | 3 |
| Minimum | 1 |
| Maximum | 5 |
| 1st row | dohc |
|---|---|
| 2nd row | dohc |
| 3rd row | ohcv |
| 4th row | ohc |
| 5th row | ohc |
| Count | 627 |
|---|---|
| Lowercase Letter | 627 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13848 |
| Mean | 3.8955 |
|---|---|
| Standard Deviation | 0.4172 |
| Median | 4 |
| Minimum | 3 |
| Maximum | 6 |
| 1st row | four |
|---|---|
| 2nd row | four |
| 3rd row | six |
| 4th row | four |
| 5th row | five |
| Count | 783 |
|---|---|
| Lowercase Letter | 783 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 43 |
|---|---|
| Approximate Unique (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 3216 |
| Mean | 126.8756 |
| Minimum | 61 |
| Maximum | 326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 61 |
|---|---|
| 5-th Percentile | 90 |
| Q1 | 98 |
| Median | 120 |
| Q3 | 141 |
| 95-th Percentile | 194 |
| Maximum | 326 |
| Range | 265 |
| IQR | 43 |
| Mean | 126.8756 |
|---|---|
| Standard Deviation | 41.5468 |
| Variance | 1726.1395 |
| Sum | 25502 |
| Skewness | 1.9643 |
| Kurtosis | 5.332 |
| Coefficient of Variation | 0.3275 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13848 |
| Mean | 3.8955 |
|---|---|
| Standard Deviation | 0.3066 |
| Median | 4 |
| Minimum | 3 |
| Maximum | 4 |
| 1st row | mpfi |
|---|---|
| 2nd row | mpfi |
| 3rd row | mpfi |
| 4th row | mpfi |
| 5th row | mpfi |
| Count | 705 |
|---|---|
| Lowercase Letter | 705 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 78 |
categorical
| Approximate Distinct Count | 39 |
|---|---|
| Approximate Unique (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13857 |
| Mean | 3.9403 |
|---|---|
| Standard Deviation | 0.42 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 4 |
| 1st row | 3.47 |
|---|---|
| 2nd row | 3.47 |
| 3rd row | 2.68 |
| 4th row | 3.19 |
| 5th row | 3.19 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 591 |
categorical
| Approximate Distinct Count | 37 |
|---|---|
| Approximate Unique (%) | 18.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13857 |
| Mean | 3.9403 |
|---|---|
| Standard Deviation | 0.42 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 4 |
| 1st row | 2.68 |
|---|---|
| 2nd row | 2.68 |
| 3rd row | 3.47 |
| 4th row | 3.40 |
| 5th row | 3.40 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 591 |
numerical
| Approximate Distinct Count | 32 |
|---|---|
| Approximate Unique (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 3216 |
| Mean | 10.1643 |
| Minimum | 7 |
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 7 |
|---|---|
| 5-th Percentile | 7.5 |
| Q1 | 8.6 |
| Median | 9 |
| Q3 | 9.4 |
| 95-th Percentile | 21.9 |
| Maximum | 23 |
| Range | 16 |
| IQR | 0.8 |
| Mean | 10.1643 |
|---|---|
| Standard Deviation | 4.005 |
| Variance | 16.0397 |
| Sum | 2043.02 |
| Skewness | 2.5651 |
| Kurtosis | 4.914 |
| Coefficient of Variation | 0.394 |
categorical
| Approximate Distinct Count | 59 |
|---|---|
| Approximate Unique (%) | 29.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13557 |
| Mean | 2.4478 |
|---|---|
| Standard Deviation | 0.5182 |
| Median | 2 |
| Minimum | 1 |
| Maximum | 3 |
| 1st row | 111 |
|---|---|
| 2nd row | 111 |
| 3rd row | 154 |
| 4th row | 102 |
| 5th row | 115 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 490 |
categorical
| Approximate Distinct Count | 23 |
|---|---|
| Approximate Unique (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 13863 |
| Mean | 3.9701 |
|---|---|
| Standard Deviation | 0.2985 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 4 |
| 1st row | 5000 |
|---|---|
| 2nd row | 5000 |
| 3rd row | 5000 |
| 4th row | 5500 |
| 5th row | 5500 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 796 |
numerical
| Approximate Distinct Count | 29 |
|---|---|
| Approximate Unique (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 3216 |
| Mean | 25.1791 |
| Minimum | 13 |
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 13 |
|---|---|
| 5-th Percentile | 16 |
| Q1 | 19 |
| Median | 24 |
| Q3 | 30 |
| 95-th Percentile | 37 |
| Maximum | 49 |
| Range | 36 |
| IQR | 11 |
| Mean | 25.1791 |
|---|---|
| Standard Deviation | 6.4232 |
| Variance | 41.2578 |
| Sum | 5061 |
| Skewness | 0.6753 |
| Kurtosis | 0.7056 |
| Coefficient of Variation | 0.2551 |
numerical
| Approximate Distinct Count | 30 |
|---|---|
| Approximate Unique (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 3216 |
| Mean | 30.6866 |
| Minimum | 16 |
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 16 |
|---|---|
| 5-th Percentile | 22 |
| Q1 | 25 |
| Median | 30 |
| Q3 | 34 |
| 95-th Percentile | 42 |
| Maximum | 54 |
| Range | 38 |
| IQR | 9 |
| Mean | 30.6866 |
|---|---|
| Standard Deviation | 6.8151 |
| Variance | 46.4463 |
| Sum | 6168 |
| Skewness | 0.5454 |
| Kurtosis | 0.5176 |
| Coefficient of Variation | 0.2221 |
numerical
| Approximate Distinct Count | 186 |
|---|---|
| Approximate Unique (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 3216 |
| Mean | 13207.1294 |
| Minimum | 5118 |
| Maximum | 45400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 5118 |
|---|---|
| 5-th Percentile | 6189 |
| Q1 | 7775 |
| Median | 10295 |
| Q3 | 16500 |
| 95-th Percentile | 32528 |
| Maximum | 45400 |
| Range | 40282 |
| IQR | 8725 |
| Mean | 13207.1294 |
|---|---|
| Standard Deviation | 7947.0663 |
| Variance | 6.3156e+07 |
| Sum | 2.6546e+06 |
| Skewness | 1.7961 |
| Kurtosis | 3.122 |
| Coefficient of Variation | 0.6017 |